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Planning remanufacturing systems by constrained ordinal optimization method with feasibility model

  • IEEE
  • Xi'an Jiaotong University
  • NEC Corporation
  • Tsinghua University

科研成果: 书/报告/会议事项章节会议稿件同行评审

7 引用 (Scopus)

摘要

Planning for a complex remanufacturing systems is often an NP-hard problem in terms of computational complexity and simulation is usually the only available but very time-consuming approach in many cases. Ordinal optimization offers an efficient framework for simulation based optimization approaches. In this paper, a new constrained ordinal optimization method is presented for solving remanufacturing planning problems. The scheme of "Horse Race" with Feasibility Model (HRFM) is developed to select the set of good enough plans. The rough set method in machine learning and knowledge discovery is applied to generate rules for feasibility determination. This method is compared with the Blind Picking with Feasibility Model (BPFM) method. Numerical testing of a practical remanufacturing system shows that the HRFM method presented in this paper is more efficient to meet the same required alignment probability.

源语言英语
主期刊名Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05
4676-4681
页数6
DOI
出版状态已出版 - 2005
活动44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05 - Seville, 西班牙
期限: 12 12月 200515 12月 2005

丛书

姓名Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05
2005

会议

会议44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05
国家/地区西班牙
Seville
时期12/12/0515/12/05

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